Practical Inexact Proximal Quasi-Newton Method with Global Complexity Analysis

26 November 2013

Papers citing "Practical Inexact Proximal Quasi-Newton Method with Global Complexity Analysis"

8 / 8 papers shown

Title
Augmented Newton Method for Optimization: Global Linear Rate and Momentum Interpretation M. Morshed ODL 29 1 0 23 May 2022
Accelerating nuclear-norm regularized low-rank matrix optimization through Burer-Monteiro decomposition Ching-pei Lee Ling Liang Tianyun Tang Kim-Chuan Toh 35 11 0 29 Apr 2022
Second-order Conditional Gradient Sliding Alejandro Carderera Sebastian Pokutta 28 12 0 20 Feb 2020
Global linear convergence of Newton's method without strong-convexity or Lipschitz gradients Sai Praneeth Karimireddy Sebastian U. Stich Martin Jaggi 31 50 0 01 Jun 2018
A Distributed Quasi-Newton Algorithm for Empirical Risk Minimization with Nonsmooth Regularization Ching-pei Lee Cong Han Lim Stephen J. Wright 26 29 0 04 Mar 2018
An Inexact Variable Metric Proximal Point Algorithm for Generic Quasi-Newton Acceleration Hongzhou Lin Julien Mairal Zaïd Harchaoui 33 13 0 04 Oct 2016
Optimization Methods for Large-Scale Machine Learning Léon Bottou Frank E. Curtis J. Nocedal 111 3,178 0 15 Jun 2016
Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators Kai Zhong Ian En-Hsu Yen Inderjit S. Dhillon Pradeep Ravikumar 56 31 0 27 Jun 2014